WE SPECIALISE IN FINDING FANTASTIC OPPORTUNITIES
FOR DIGITAL AND DATA SPECIALISTS WITH THE MOST INNOVATIVE BUSINESS ACROSS EUROPE AND THE USA.
New York, USA
US$150000.00 - US$160000.00 per annum + 20% bonus + 75K LTP
about 1 month ago
Do you have experience applying NLP to the pharmaceutical space?
Are you proficient in Python with experience in understanding existing complex code?
Have you developed machine learning models at scale from inception to business impact?
My client, an NYC based drug discovery firm located in NYC is looking for an NLP Scientist with experience in Natural Language Understanding applied to information extraction to join their team an as Associate Director - NLP Scientist.
You're main responsibility in this role will be to build and optimize the unstructured data ingestion pipeline that underlies their pharmaceutical analysis engine.
Here's a deeper insight into what you'll be doing day to day…
Information extraction and linkage:
- Implement/improve state-of-the-art Named Entity Recognition for multiple entities leveraging multi-task learning
- Establish relationship extraction between entities with classification of relationship types
- Perform topic modeling and documents classification
- Implement/improve state-of-the-art Named Entity Normalization to link entities to the right entry in our Knowledge Graph
- Leverage graph algorithms for insight extraction and to enhance NLP
- Support the deployment of our NLP models into our production ETL
- Leverage the information extracted from documents to design algorithms to alert analysts of important catalyst events
- Apply a combination of NLP models to perform analysis for the various stakeholders (drug discovery, competitive intelligence, etc…)
To be considered you must have:
- Master's degree plus 5+ years' work experience (PhD plus 2+ years' experience preferred)
- Experience working in the pharmaceutical industry or bio-engineering is essential
- Experience working in Linux environment and using GitHub
- Experience reproducing published results and improving on them (using either TensorFlow 2, Keras or PyTorch)
- Experience working with NLP frameworks (e.g., NLTK, spaCy) and pre-trained models (e.g., BERT) is a plus
- Mathematical and statistical understanding of mainstream NLP and machine learning techniques (e.g., TF-IDF, CRFs, similarity measure)
- Successful experience in collaborating on code development
- Experience in graph database (RDF triple store), SPARQL query language and knowledge graph algorithms is a plus
- Familiarity with cloud-hosted distributed computing (AWS EC2)
- Familiarity with knowledge graph inference and interfacing with Neural Network is a plus
Darwin Recruitment is acting as an Employment Agency in relation to this vacancy.
(REMOTE - US ONLY) Sr. NLP Research Scientist (ML/DL/GPT-3) In 2020 Darwin Recruitment placed x3 of the best NL Researchers in the USA into an early-stage start-up. Since then this company has increased their customer based from 300,000 to over 4+ million people, have tripled their revenue and are about to secure $20M in series A funding, of which a large percentage of this investment will go into R&D for GPT-3. The Founder reached out to us to let us know that they were looking for another Sr. NLP Research Scientist who has worked on cutting edge language modelling, has translation expertise, deep learning and someone that can train GPT-3 from scratch without screwing it up (anyone who knows will know that this is costly process and requires precision to save both time and investment) This is a growth role that gives you huge influence and the long-term opportunity to grow a pod amounts some of the best Researchers in the industry. In the short term however, you need to be comfortable rolling up your sleeves and getting your hands dirty! · Doctorate/Masters degree required in Computer Science, or Equivalent Experience. · 7+ years of experience leading software development projects with a distinguished track record on technically demanding projects. · Extensive experience building and training GPT-3 models. Knowing how the nuts and bolts of them work. · 3+ years of strong experience in NLP domain. · Solid understand of AI/ML domain and hand on experience in building new models and deploying to production. · Has worked with deep sequence to sequence models in the context of translation or similar tasks. · Strong statistical analysis skills and demonstrated experience in deriving insights from unstructured data. · Is able to think creatively about novel datasets and architectures. · Good command over English language. Darwin Recruitment is acting as an Employment Agency in relation to this vacancy.
TECHNICAL REQUIREMENTS: R (Rshiny, ggplot2, tidyverse, ggplot2, plotly) Basic familiarity with concepts in machine learning PostgreSQL Engineering best practices: git, agile/kanban methodologies, code documentation Experience designing relational databases/ERDs (nice to have) Experience running ML algorithms in AWS or similar platforms (nice to have) Experience working or interning on the data science team at another high performing company (nice to have) CONTACT: Our company is head-quartered in Houston, TX but has employees in Austin, NYC and in Philadelphia. In light of current conditions, we are open to hiring remotely at first provided you can work on Eastern Standard Time, and can then relocate to one of our Texas locations. If interested please reach out ASAP - moving quickly. We are an equal opportunity employer. Darwin Recruitment is acting as an Employment Agency in relation to this vacancy.
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Our client is a one of market leaders in mobile devices and telecommunication. They are expanding their R&D centre in Amsterdam to build cloud products that will be connected to their smart devices. One of the products is a State-Of-Art Search Engine, supported with ASR and TTS to enable natural speech interface between human and machine. We are looking for a Speech Recognition Scientist who: Has strong background in Deep Learning, ASR and TTS Has been working on Large Scale Machine Learning Systems for at least 3 years Is fluent in Python and C++ and has experience with Deep Learning Networks Your responsibilities would include: Build multilingual cloud and embedded ASR/TTS systems Delivering accurate and fast speech products for over 40 languages worldwide Participate innovative research projects which may lead to scientific publications and patents For a company which offers: Competitive salary, secondary benefits, and ambitious bonus structure Steady career growth plan with option to grow to lead roles Being part of one of the world's most upcoming innovation hubs If you are a a Speech Recognition Scientist interested in this position or you know a Speech Recognition Scientist that could be, apply directly or send me a message at: E: Nikolija.firstname.lastname@example.org Darwin Recruitment is acting as an Employment Agency in relation to this vacancy.